@article{beyondboundariesleveragingvisionfoundati, title = {Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection}, author = {Huizai Yao and Sicheng Zhao and Pengteng Li and Yi Cui and Shuo Lu and Weiyu Guo and Yunfan Lu and Yijie Xu and Hui Xiong}, year = {2025}, eprint = {2511.07301}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.07301}, }